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Daniil Cherniavskii

Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts
2023 · Eduard Tulchinskii, Kristian Kuznetsov, et al. · neural information processing systems · 43
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Artificial Text Detection via Examining the Topology of Attention Maps
2021 · Laida Kushnareva, Daniil Cherniavskii, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 28
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Acceptability Judgements via Examining the Topology of Attention Maps
2022 · Daniil Cherniavskii, Eduard Tulchinskii, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 16
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Topological Data Analysis for Speech Processing
2023 · Eduard Tulchinskii, Kristian Kuznetsov, et al. · Interspeech (USB) · 6
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Learning Topology-Preserving Data Representations
2023 · Trofimov, Ilya, Cherniavskii, Daniil, et al. · HAL · 3
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Evaluating Newtonian Mechanics in Video Generative Models with Real Physical Systems
2025 · Tragoudaras, Antonios, Zhang, Chenyu, et al. · arXiv (Cornell University) · 1
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Uncertainty Estimation of Transformers' Predictions via Topological Analysis of the Attention Matrices
2023 · Kostenok, Elizaveta, Cherniavskii, Daniil, et al. · arXiv (Cornell University) · 1
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Context-weighted Discrete Flow Matching
2026 · Cherniavskii, Daniil, Severo, Daniel, et al. · arXiv (Cornell University)
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Преимущества порт-систем по сравнению с различными методами длительного венозного доступа в онкологии
2019 · А.П. Колесник, А.В. Каджоян, et al.
Works count: 12
Citation count: 98
H-index: 4
I10-index: 3
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